Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 0.175735 0.193587 0.213166 0.236357 0.263240 0.293621 0.330836
2025-05-04 0.151587 0.177093 0.207540 0.247148 0.298203 0.363095 0.454038
2025-05-11 0.134680 0.163989 0.201181 0.253105 0.325915 0.428069 0.589713
2025-05-18 0.120348 0.150998 0.191680 0.251620 0.341476 0.478346 0.719488
2025-05-25 0.106454 0.136395 0.177422 0.240282 0.339348 0.500211 0.809710
2025-06-01 0.097038 0.126650 0.168391 0.234660 0.344078 0.533023 0.930303
2025-06-08 0.090403 0.120017 0.162876 0.233251 0.354818 0.578087 1.093440
2025-06-15 0.085709 0.115654 0.160109 0.235557 0.371946 0.638985 1.321514
2025-06-22 0.078704 0.107251 0.150290 0.224840 0.363509 0.646463 1.421187
2025-06-29 0.073190 0.100677 0.142738 0.217049 0.359211 0.661593 1.551093
2025-07-06 0.068786 0.095486 0.136939 0.211619 0.358564 0.684677 1.720011
2025-07-13 0.067298 0.094692 0.138150 0.218782 0.384453 0.777668 2.195245
2025-07-20 0.066166 0.094468 0.140433 0.228545 0.418678 0.907035 2.975176
2025-07-27 0.064715 0.093637 0.141636 0.236502 0.451067 1.047417 4.057228
2025-08-03 0.062896 0.092058 0.141378 0.241519 0.477851 1.185236 5.462315
2025-08-10 0.060276 0.088960 0.138138 0.239988 0.488128 1.274708 6.813026
2025-08-17 0.056609 0.083880 0.130940 0.229339 0.472816 1.266988 7.327665
2025-08-24 0.053957 0.080398 0.126451 0.224063 0.471047 1.311110 8.570855
2025-08-31 0.052027 0.078054 0.123905 0.222740 0.479922 1.403047 10.880821
2025-09-07 0.050675 0.076635 0.122982 0.224902 0.499193 1.551684 15.245867
2025-09-14 0.047940 0.072656 0.116940 0.214851 0.480804 1.520594 16.057681
2025-09-21 0.045698 0.069460 0.112243 0.207537 0.469679 1.521504 17.838623
2025-09-28 0.043851 0.066891 0.108626 0.202436 0.464604 1.551624 20.944618